Add audio.cpp SenseVoice model card
Browse files
README.md
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
language:
|
| 4 |
+
- zh
|
| 5 |
+
- en
|
| 6 |
+
- yue
|
| 7 |
+
- ja
|
| 8 |
+
- ko
|
| 9 |
+
library_name: gguf
|
| 10 |
+
tags:
|
| 11 |
+
- automatic-speech-recognition
|
| 12 |
+
- asr
|
| 13 |
+
- sensevoice
|
| 14 |
+
- funasr
|
| 15 |
+
- audio.cpp
|
| 16 |
+
- gguf
|
| 17 |
+
- ggml
|
| 18 |
+
- cpu
|
| 19 |
+
pipeline_tag: automatic-speech-recognition
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# SenseVoiceSmall GGUF for audio.cpp
|
| 23 |
+
|
| 24 |
+
This repository contains a self-contained Q8_0 export of
|
| 25 |
+
[SenseVoiceSmall](https://huggingface.co/FunAudioLLM/SenseVoiceSmall) for the
|
| 26 |
+
[audio.cpp](https://github.com/0xShug0/audio.cpp) spec-backed runtime. The GGUF
|
| 27 |
+
embeds the `sense_asr` schema-v1 model specification, SenseVoice metadata,
|
| 28 |
+
SentencePiece vocabulary, CMVN tensors, and 919 model tensors. It loads
|
| 29 |
+
directly without `--model-spec-override`.
|
| 30 |
+
|
| 31 |
+
## File
|
| 32 |
+
|
| 33 |
+
| File | Size | SHA256 |
|
| 34 |
+
|---|---:|---|
|
| 35 |
+
| `sensevoice-small-q8-audiocpp-v1.gguf` | 254,211,168 bytes | `0c25c4bf88b023edeca45218be9181df172d1fd60e8f0d0044ae466db3749a26` |
|
| 36 |
+
|
| 37 |
+
## Usage
|
| 38 |
+
|
| 39 |
+
```bash
|
| 40 |
+
audiocpp_cli --task asr --family sense_asr \
|
| 41 |
+
--model sensevoice-small-q8-audiocpp-v1.gguf \
|
| 42 |
+
--backend cpu --audio zh.wav \
|
| 43 |
+
--request-option audio_chunk_mode=none
|
| 44 |
+
```
|
| 45 |
+
|
| 46 |
+
The integration is tracked in
|
| 47 |
+
[audio.cpp pull request #218](https://github.com/0xShug0/audio.cpp/pull/218).
|
| 48 |
+
|
| 49 |
+
## Reproducibility
|
| 50 |
+
|
| 51 |
+
The model was exported from `FunAudioLLM/SenseVoiceSmall` revision
|
| 52 |
+
`3847d57b6bdf2dd8875cb1508d2af43d80a16bf7` with the official
|
| 53 |
+
`runtime/llama.cpp/export_sensevoice_gguf.py` exporter using `--wtype q8_0`
|
| 54 |
+
and `--model-spec`.
|
| 55 |
+
|
| 56 |
+
On the official 5.616-second Mandarin sample, direct CPU inference produced:
|
| 57 |
+
|
| 58 |
+
```text
|
| 59 |
+
开饭时间早上9点至下午5点。
|
| 60 |
+
```
|
| 61 |
+
|
| 62 |
+
The text exactly matched the original Q8 model loaded with an external model
|
| 63 |
+
specification.
|
| 64 |
+
|
| 65 |
+
## Links
|
| 66 |
+
|
| 67 |
+
- [SenseVoice source and exporter](https://github.com/FunAudioLLM/SenseVoice/tree/main/runtime/llama.cpp)
|
| 68 |
+
- [FunASR](https://github.com/modelscope/FunASR)
|
| 69 |
+
- [FunASR industrial deployment guides](https://www.funasr.com/)
|